Tagged “deep-learning”
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30 Papers
A curated reading list of 30 foundational AI and deep learning papers, hosted in full with plain-language explanations s…
A Visual Proof That Neural Nets Can Compute Any Function
Michael Nielsen's chapter with interactive widgets that show step by step why neural networks can approximate any functi…
Aman.ai
Stanford class notes and learning primers on artificial intelligence and deep learning, written as a clear reference for…
Analyzing 50k Fonts Using Deep Neural Networks
Erik Bernhardsson scrapes 50,000 fonts and trains neural networks on them, then explores the learned font space with vis…
ConvNetJS
A JavaScript library with live demos that train neural networks right in your browser, including image classifiers, regr…
CS231n: Deep Learning for Computer Vision
Stanford's CS231n course notes, a widely used set of free written tutorials on neural networks, convolutional networks,…
Deep Learning Gallery
A curated showcase of deep learning projects, from algorithms to applications, collected as a browsable gallery of what…
Deep Learning Training vs. Inference
An explainer on how AI models are trained and then put to work, covering the difference between deep learning training a…
Generating Satellite Imagery with Deep Neural Networks
A hands-on write-up of neural-style experiments that generate realistic satellite imagery from map data, with sample res…
Graph Convolutional Networks
An introduction by Thomas Kipf to neural networks on graph-structured data such as social and citation networks, explain…
Graph Game
A game built to help you learn neural network architectures, challenging you to piece together how the building blocks o…
How Does Gradient Descent Work?
An illustrated, animated companion to an ICLR paper that shows what gradient descent actually does on a bumpy loss lands…
Justin Pinkney
A personal site of experiments and write-ups on generative art and deep learning, including projects that combine the tw…
Learn OpenCV
A blog with tutorials and code examples on computer vision, deep learning and AI in Python and C++ for programmers, engi…
Michael Fullan Blog
Posts from a leading authority on educational reform about leadership, school change, and deep learning for teachers and…
Oxford Machine Learning 2014-2015
Nando de Freitas's University of Oxford machine learning course page, collecting lecture videos, slides, and problem she…
Self Driving Cars Are Fun!
A student's write-up of building a self-driving car autopilot in Keras, walking through training a neural network to ste…
Stanford CS224d
Course site for Stanford's deep learning for natural language processing class, with lecture slides, notes, and assignme…
Stanford CS231n
The public home of Stanford's deep learning for computer vision course, with lecture notes, slides, and assignments wide…
UvA Deep Learning Course
The University of Amsterdam's deep learning course site, with lectures, slides and hands-on tutorial notebooks covering…
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